Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/43949
Campo DC | Valor | idioma |
---|---|---|
dc.contributor.author | Vásquez, José L. | en_US |
dc.contributor.author | Dutta, Malay Kishore | en_US |
dc.contributor.author | Travieso González, Carlos Manuel | en_US |
dc.contributor.author | Ravelo García, Antonio Gabriel | en_US |
dc.contributor.author | Alonso Hernández, Jesús Bernardino | en_US |
dc.date.accessioned | 2018-11-21T19:05:40Z | - |
dc.date.available | 2018-11-21T19:05:40Z | - |
dc.date.issued | 2020 | en_US |
dc.identifier.issn | 0941-0643 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/43949 | - |
dc.description.abstract | The biometric identification is an important topic with applications in different fields. Among the different modalities, based-handwriting biometric is a very useful and extended modality, and the most known one is the signature. The use of handwritten texts is researched presenting a biometric system for identifying writers from their handwritten words. A set of feature-based graphometric information has been extracted from off-line handwritten words to implement an automatic biometric approach. Given the handwritten nature of the information and its great variability, a feature selection based on principal component analysis and neural network classifier has been proposed. A fusion block based on neural networks has been added in order to reduce the effect of the data variability due to an increase and stabilization of the accuracy. A dataset composed of 100 writers have been used for the experiments. A holdout cross-validation was applied and the accuracy reached between 99.80% and 100% | en_US |
dc.language | spa | en_US |
dc.publisher | 0941-0643 | - |
dc.relation | Generacion de Un Marco Unificado Para El Desarrollo de Patrones Biometricos de Comportamiento | en_US |
dc.relation.ispartof | Neural Computing and Applications | en_US |
dc.source | Neural Computing and Applications [ISSN 0941-0643], n. 32(20), p. 15733–15746 | en_US |
dc.subject | 3307 Tecnología electrónica | en_US |
dc.subject.other | Based-handwriting recognition Word holistic analysis Graphometric features Off-line system Biometric identification | en_US |
dc.title | Writer identification approach by holistic graphometric features using off-line handwritten words | en_US |
dc.type | info:eu-repo/semantics/Article | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1007/s00521-018-3461-x | en_US |
dc.identifier.scopus | 85044517820 | - |
dc.contributor.authorscopusid | 35766960600 | - |
dc.contributor.authorscopusid | 9634135600 | - |
dc.contributor.authorscopusid | 24774957200 | - |
dc.contributor.authorscopusid | 35291803600 | - |
dc.contributor.authorscopusid | 57196462914 | - |
dc.description.lastpage | 14 | en_US |
dc.identifier.issue | 20 | - |
dc.description.firstpage | 1 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Artículo | en_US |
dc.utils.revision | Sí | en_US |
dc.date.coverdate | Marzo 2018 | en_US |
dc.identifier.ulpgc | Sí | en_US |
dc.contributor.buulpgc | BU-ING | en_US |
dc.description.sjr | 0,713 | |
dc.description.jcr | 5,606 | |
dc.description.sjrq | Q1 | |
dc.description.jcrq | Q1 | |
dc.description.scie | SCIE | |
item.grantfulltext | none | - |
item.fulltext | Sin texto completo | - |
crisitem.project.principalinvestigator | Ferrer Ballester, Miguel Ángel | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.orcid | 0000-0002-4621-2768 | - |
crisitem.author.orcid | 0000-0002-8512-965X | - |
crisitem.author.orcid | 0000-0002-7866-585X | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.fullName | Travieso González, Carlos Manuel | - |
crisitem.author.fullName | Ravelo García, Antonio Gabriel | - |
crisitem.author.fullName | Alonso Hernández, Jesús Bernardino | - |
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